Title :
A Kalman filtering noise canceler for PDC speech enhancement
Author :
Miki, Yoshinori ; Suda, Hirohito ; Ohya, Tomoyuki
Author_Institution :
R&D Dept., NTT Mobile Commun. Div., Kanagawa, Japan
Abstract :
Speech enhancement techniques suitable for digital mobile communication systems are proposed. The proposed methods improve the speech quality and enlarge the continuous conversation time of any mobile radio system. The enhancement techniques, whose complexity is about 1/10th that of the speech codec, are easily implemented in the same chip as the speech codec. The core of the proposed techniques is a noise canceler based on a Kalman filter and signal-state estimation. We employ the Kalman filtering algorithm for its optimum filtering performance for time varying signals. In order to achieve effective noise cancelation with the filter, the filtering parameters are controlled according to the estimated signal-state. The speech enhancement performance of the proposed noise canceler is evaluated in terms of mean opinion score (MOS). The proposed techniques improve noisy speech quality by half a point in MOS at the noise level of 50 dBA. Improvements in transmission time ratio by employing the proposed noise canceler in the Japanese PDC (personal digital cellular) system are evaluated. The combination of voice operated transmission (VOX) in PDC and the noise canceling techniques save the battery life. The transmission period ratio is improved by 20% at the noise level of 60 dBA. We describe a speech detection scheme and processing method for reducing the speech degradation due to VOX operation
Keywords :
Kalman filters; cellular radio; digital radio; estimation theory; interference suppression; land mobile radio; personal communication networks; radio equipment; speech enhancement; Japanese PDC system; Kalman filtering noise canceler; PDC speech enhancement; VOX operation; complexity; digital mobile communication systems; mean opinion score; mobile radio system; noise cancelation; noisy speech quality; personal digital cellular system; signal-state estimation; speech degradation; speech detection scheme; speech quality; time varying signals; transmission period ratio; transmission time ratio; voice operated transmission; Filtering algorithms; Kalman filters; Land mobile radio; Mobile communication; Noise cancellation; Noise level; Signal to noise ratio; Speech codecs; Speech enhancement; Speech processing;
Conference_Titel :
Universal Personal Communications. 1995. Record., 1995 Fourth IEEE International Conference on
Conference_Location :
Tokyo
Print_ISBN :
0-7803-2955-4
DOI :
10.1109/ICUPC.1995.497103